Overview

Dataset statistics

Number of variables28
Number of observations1081
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory236.6 KiB
Average record size in memory224.1 B

Variable types

Numeric27
Categorical1

Warnings

chroma_stft is highly correlated with spectral_centroid and 2 other fieldsHigh correlation
rmse is highly correlated with mfcc1 and 1 other fieldsHigh correlation
spectral_centroid is highly correlated with chroma_stft and 3 other fieldsHigh correlation
spectral_bandwidth is highly correlated with chroma_stft and 3 other fieldsHigh correlation
rolloff is highly correlated with chroma_stft and 3 other fieldsHigh correlation
zero_crossing_rate is highly correlated with spectral_centroid and 2 other fieldsHigh correlation
mfcc1 is highly correlated with rmse and 1 other fieldsHigh correlation
mfcc2 is highly correlated with rmse and 1 other fieldsHigh correlation
mfcc3 is highly correlated with mfcc6High correlation
mfcc6 is highly correlated with mfcc3 and 1 other fieldsHigh correlation
mfcc8 is highly correlated with mfcc9High correlation
mfcc9 is highly correlated with mfcc6 and 1 other fieldsHigh correlation
chroma_stft is highly correlated with spectral_centroid and 2 other fieldsHigh correlation
rmse is highly correlated with mfcc1 and 1 other fieldsHigh correlation
spectral_centroid is highly correlated with chroma_stft and 3 other fieldsHigh correlation
spectral_bandwidth is highly correlated with chroma_stft and 3 other fieldsHigh correlation
rolloff is highly correlated with chroma_stft and 3 other fieldsHigh correlation
zero_crossing_rate is highly correlated with spectral_centroid and 2 other fieldsHigh correlation
mfcc1 is highly correlated with rmse and 1 other fieldsHigh correlation
mfcc2 is highly correlated with rmse and 1 other fieldsHigh correlation
mfcc3 is highly correlated with mfcc6High correlation
mfcc6 is highly correlated with mfcc3 and 1 other fieldsHigh correlation
mfcc8 is highly correlated with mfcc9High correlation
mfcc9 is highly correlated with mfcc6 and 1 other fieldsHigh correlation
chroma_stft is highly correlated with spectral_centroid and 2 other fieldsHigh correlation
rmse is highly correlated with mfcc1High correlation
spectral_centroid is highly correlated with chroma_stft and 3 other fieldsHigh correlation
spectral_bandwidth is highly correlated with chroma_stft and 2 other fieldsHigh correlation
rolloff is highly correlated with chroma_stft and 2 other fieldsHigh correlation
zero_crossing_rate is highly correlated with spectral_centroidHigh correlation
mfcc1 is highly correlated with rmseHigh correlation
mfcc10 is highly correlated with mfcc13 and 1 other fieldsHigh correlation
mfcc17 is highly correlated with mfcc18 and 3 other fieldsHigh correlation
mfcc2 is highly correlated with mfcc20 and 12 other fieldsHigh correlation
mfcc18 is highly correlated with mfcc17 and 3 other fieldsHigh correlation
mfcc20 is highly correlated with mfcc17 and 6 other fieldsHigh correlation
mfcc13 is highly correlated with mfcc10 and 2 other fieldsHigh correlation
rolloff is highly correlated with mfcc2 and 4 other fieldsHigh correlation
spectral_bandwidth is highly correlated with mfcc2 and 7 other fieldsHigh correlation
mfcc9 is highly correlated with mfcc2 and 8 other fieldsHigh correlation
mfcc19 is highly correlated with mfcc18 and 2 other fieldsHigh correlation
mfcc8 is highly correlated with mfcc9 and 5 other fieldsHigh correlation
mfcc6 is highly correlated with mfcc9 and 5 other fieldsHigh correlation
chroma_stft is highly correlated with mfcc2 and 5 other fieldsHigh correlation
mfcc15 is highly correlated with mfcc2 and 4 other fieldsHigh correlation
mfcc16 is highly correlated with mfcc17 and 3 other fieldsHigh correlation
rmse is highly correlated with mfcc2 and 1 other fieldsHigh correlation
mfcc12 is highly correlated with mfcc18 and 2 other fieldsHigh correlation
mfcc1 is highly correlated with mfcc2 and 5 other fieldsHigh correlation
spectral_centroid is highly correlated with mfcc2 and 5 other fieldsHigh correlation
zero_crossing_rate is highly correlated with rolloff and 2 other fieldsHigh correlation
mfcc11 is highly correlated with mfcc2 and 7 other fieldsHigh correlation
mfcc4 is highly correlated with mfcc2 and 3 other fieldsHigh correlation
mfcc3 is highly correlated with mfcc2 and 5 other fieldsHigh correlation
mfcc14 is highly correlated with mfcc17 and 8 other fieldsHigh correlation
mfcc7 is highly correlated with mfcc10 and 3 other fieldsHigh correlation
chroma_stft has 11 (1.0%) zeros Zeros
rmse has 11 (1.0%) zeros Zeros
spectral_centroid has 11 (1.0%) zeros Zeros
spectral_bandwidth has 11 (1.0%) zeros Zeros
rolloff has 11 (1.0%) zeros Zeros
zero_crossing_rate has 11 (1.0%) zeros Zeros
mfcc2 has 11 (1.0%) zeros Zeros
mfcc3 has 11 (1.0%) zeros Zeros
mfcc4 has 11 (1.0%) zeros Zeros
mfcc5 has 11 (1.0%) zeros Zeros
mfcc6 has 11 (1.0%) zeros Zeros
mfcc7 has 11 (1.0%) zeros Zeros
mfcc8 has 11 (1.0%) zeros Zeros
mfcc9 has 11 (1.0%) zeros Zeros
mfcc10 has 11 (1.0%) zeros Zeros
mfcc11 has 11 (1.0%) zeros Zeros
mfcc12 has 11 (1.0%) zeros Zeros
mfcc13 has 11 (1.0%) zeros Zeros
mfcc14 has 11 (1.0%) zeros Zeros
mfcc15 has 11 (1.0%) zeros Zeros
mfcc16 has 11 (1.0%) zeros Zeros
mfcc17 has 11 (1.0%) zeros Zeros
mfcc18 has 11 (1.0%) zeros Zeros
mfcc19 has 11 (1.0%) zeros Zeros
mfcc20 has 11 (1.0%) zeros Zeros

Reproduction

Analysis started2021-08-30 12:04:12.617461
Analysis finished2021-08-30 12:06:01.400910
Duration1 minute and 48.78 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

df_index
Real number (ℝ≥0)

Distinct630
Distinct (%)58.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean285.0925069
Minimum0
Maximum629
Zeros2
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2021-08-30T17:36:01.794401image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile28
Q1141
median281
Q3420
95-th percentile575
Maximum629
Range629
Interquartile range (IQR)279

Descriptive statistics

Standard deviation169.2186093
Coefficient of variation (CV)0.5935568462
Kurtosis-1.020271716
Mean285.0925069
Median Absolute Deviation (MAD)140
Skewness0.1356960806
Sum308185
Variance28634.93773
MonotonicityNot monotonic
2021-08-30T17:36:02.050184image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3142
 
0.2%
2252
 
0.2%
2232
 
0.2%
2222
 
0.2%
2212
 
0.2%
2202
 
0.2%
2192
 
0.2%
2172
 
0.2%
2162
 
0.2%
2152
 
0.2%
Other values (620)1061
98.1%
ValueCountFrequency (%)
02
0.2%
12
0.2%
22
0.2%
32
0.2%
42
0.2%
52
0.2%
62
0.2%
72
0.2%
82
0.2%
92
0.2%
ValueCountFrequency (%)
6291
0.1%
6281
0.1%
6271
0.1%
6261
0.1%
6251
0.1%
6241
0.1%
6231
0.1%
6221
0.1%
6211
0.1%
6201
0.1%

covid_status
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size8.6 KiB
0.0
662 
1.0
419 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters3243
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1.0
2nd row1.0
3rd row1.0
4th row1.0
5th row1.0

Common Values

ValueCountFrequency (%)
0.0662
61.2%
1.0419
38.8%

Length

2021-08-30T17:36:02.375734image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram of lengths of the category

Pie chart

2021-08-30T17:36:02.465493image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
ValueCountFrequency (%)
0.0662
61.2%
1.0419
38.8%

Most occurring characters

ValueCountFrequency (%)
01743
53.7%
.1081
33.3%
1419
 
12.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number2162
66.7%
Other Punctuation1081
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
01743
80.6%
1419
 
19.4%
Other Punctuation
ValueCountFrequency (%)
.1081
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common3243
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
01743
53.7%
.1081
33.3%
1419
 
12.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII3243
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
01743
53.7%
.1081
33.3%
1419
 
12.9%

chroma_stft
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4035494165
Minimum0
Maximum0.713843882
Zeros11
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2021-08-30T17:36:02.582217image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.142843336
Q10.335981101
median0.4209557176
Q30.496389687
95-th percentile0.578597724
Maximum0.713843882
Range0.713843882
Interquartile range (IQR)0.160408586

Descriptive statistics

Standard deviation0.1296332753
Coefficient of variation (CV)0.3212327164
Kurtosis0.470295051
Mean0.4035494165
Median Absolute Deviation (MAD)0.07894641144
Skewness-0.7624410065
Sum436.2369193
Variance0.01680478605
MonotonicityNot monotonic
2021-08-30T17:36:02.750733image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
0.320265831
 
0.1%
0.3550410871
 
0.1%
0.3728025851
 
0.1%
0.3435989021
 
0.1%
0.4804486331
 
0.1%
0.42904055121
 
0.1%
0.4707322721
 
0.1%
0.3390456141
 
0.1%
0.15494871141
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
011
1.0%
0.038432084021
 
0.1%
0.043975915761
 
0.1%
0.0450063831
 
0.1%
0.048851851371
 
0.1%
0.0513590871
 
0.1%
0.0527334471
 
0.1%
0.0530860611
 
0.1%
0.0563781411
 
0.1%
0.0631902371
 
0.1%
ValueCountFrequency (%)
0.7138438821
0.1%
0.69397246841
0.1%
0.682517351
0.1%
0.67295187711
0.1%
0.6553382871
0.1%
0.6497409941
0.1%
0.6486302611
0.1%
0.6474753621
0.1%
0.64610570671
0.1%
0.6445261841
0.1%

rmse
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.03329251792
Minimum0
Maximum0.258357763
Zeros11
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2021-08-30T17:36:02.925264image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.00402382
Q10.01529167034
median0.0279369466
Q30.04411356896
95-th percentile0.08097472
Maximum0.258357763
Range0.258357763
Interquartile range (IQR)0.02882189862

Descriptive statistics

Standard deviation0.02653561309
Coefficient of variation (CV)0.7970443437
Kurtosis10.31723826
Mean0.03329251792
Median Absolute Deviation (MAD)0.0136749826
Skewness2.299768284
Sum35.98921187
Variance0.0007041387622
MonotonicityNot monotonic
2021-08-30T17:36:03.096806image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
0.051430549471
 
0.1%
0.0278836491
 
0.1%
0.040026050061
 
0.1%
0.040689542891
 
0.1%
0.0159592161
 
0.1%
0.0020565611781
 
0.1%
0.057046540081
 
0.1%
0.0051231511
 
0.1%
0.050454691051
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
011
1.0%
5.840104859 × 10-51
 
0.1%
0.00015087226351
 
0.1%
0.00016519344351
 
0.1%
0.0003009691
 
0.1%
0.0004519761
 
0.1%
0.00045906676681
 
0.1%
0.0005727091
 
0.1%
0.00068399705921
 
0.1%
0.00098647514821
 
0.1%
ValueCountFrequency (%)
0.2583577631
0.1%
0.1989082991
0.1%
0.1926080291
0.1%
0.1896903811
0.1%
0.1846410481
0.1%
0.1622002121
0.1%
0.1478168521
0.1%
0.14234419171
0.1%
0.142187671
0.1%
0.132329241
0.1%

spectral_centroid
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2947.898071
Minimum0
Maximum9664.656976
Zeros11
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2021-08-30T17:36:03.283338image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile870.3123955
Q12035.389434
median2791.986463
Q33690.590217
95-th percentile5554.3198
Maximum9664.656976
Range9664.656976
Interquartile range (IQR)1655.200783

Descriptive statistics

Standard deviation1435.891232
Coefficient of variation (CV)0.4870898509
Kurtosis1.898193878
Mean2947.898071
Median Absolute Deviation (MAD)822.6053992
Skewness0.8868229456
Sum3186677.814
Variance2061783.629
MonotonicityNot monotonic
2021-08-30T17:36:03.471836image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
3263.5820541
 
0.1%
2580.6465561
 
0.1%
1743.2545851
 
0.1%
5480.7069411
 
0.1%
548.38241821
 
0.1%
3126.5442741
 
0.1%
1219.9878811
 
0.1%
1769.1218851
 
0.1%
2664.051881
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
011
1.0%
184.38197431
 
0.1%
190.98590221
 
0.1%
206.79271891
 
0.1%
237.19210161
 
0.1%
266.56162261
 
0.1%
277.54209571
 
0.1%
279.9965411
 
0.1%
294.85721241
 
0.1%
327.06327481
 
0.1%
ValueCountFrequency (%)
9664.6569761
0.1%
9650.8953881
0.1%
9044.4386871
0.1%
9005.465261
0.1%
8565.1648971
0.1%
8313.3459831
0.1%
8279.4063411
0.1%
7993.8547341
0.1%
7925.0935941
0.1%
7842.1170621
0.1%

spectral_bandwidth
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3029.804747
Minimum0
Maximum8407.462046
Zeros11
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2021-08-30T17:36:03.633554image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile825.4549809
Q12116.762065
median2978.36393
Q33874.949274
95-th percentile5304.807705
Maximum8407.462046
Range8407.462046
Interquartile range (IQR)1758.187209

Descriptive statistics

Standard deviation1341.781216
Coefficient of variation (CV)0.4428606224
Kurtosis0.2549729087
Mean3029.804747
Median Absolute Deviation (MAD)881.905279
Skewness0.3010181174
Sum3275218.931
Variance1800376.831
MonotonicityNot monotonic
2021-08-30T17:36:03.779135image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
3874.9088851
 
0.1%
1959.8657241
 
0.1%
5501.1517111
 
0.1%
1859.5522731
 
0.1%
2533.5163441
 
0.1%
4417.8850841
 
0.1%
2480.7263071
 
0.1%
4985.0217691
 
0.1%
3735.1903441
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
011
1.0%
183.70988851
 
0.1%
252.06585231
 
0.1%
257.32851171
 
0.1%
271.24755111
 
0.1%
287.56585291
 
0.1%
320.53245491
 
0.1%
343.01290441
 
0.1%
343.61805421
 
0.1%
344.65109981
 
0.1%
ValueCountFrequency (%)
8407.4620461
0.1%
8251.1587821
0.1%
7540.0909651
0.1%
7495.4186771
0.1%
7447.6148451
0.1%
7095.0887891
0.1%
6804.6429951
0.1%
6656.4576051
0.1%
6620.4025671
0.1%
6347.3968761
0.1%

rolloff
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5773.824687
Minimum0
Maximum20569.21411
Zeros11
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2021-08-30T17:36:03.927734image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1665.131079
Q13748.547196
median5314.32977
Q37347.057482
95-th percentile11597.77353
Maximum20569.21411
Range20569.21411
Interquartile range (IQR)3598.510286

Descriptive statistics

Standard deviation3032.112764
Coefficient of variation (CV)0.525148048
Kurtosis1.578075606
Mean5773.824687
Median Absolute Deviation (MAD)1739.484827
Skewness0.9659998969
Sum6241504.487
Variance9193707.815
MonotonicityNot monotonic
2021-08-30T17:36:04.066363image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
12120.154591
 
0.1%
10390.227181
 
0.1%
3457.1821351
 
0.1%
4670.1420451
 
0.1%
4963.8071181
 
0.1%
6434.7802531
 
0.1%
6901.3181491
 
0.1%
3763.5730621
 
0.1%
3931.0847191
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
011
1.0%
350.0513981
 
0.1%
379.19180271
 
0.1%
386.32516251
 
0.1%
470.47224441
 
0.1%
528.52590461
 
0.1%
534.64081241
 
0.1%
569.78771671
 
0.1%
586.48346511
 
0.1%
631.4578791
 
0.1%
ValueCountFrequency (%)
20569.214111
0.1%
20263.81
0.1%
18293.739191
0.1%
17743.213211
0.1%
16196.868711
0.1%
15779.850261
0.1%
15648.025371
0.1%
15618.333441
0.1%
15466.76761
0.1%
15327.004481
0.1%

zero_crossing_rate
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.06162732954
Minimum0
Maximum0.4551051579
Zeros11
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2021-08-30T17:36:04.198011image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.013934879
Q10.03902979756
median0.055952261
Q30.07646679988
95-th percentile0.119882746
Maximum0.4551051579
Range0.4551051579
Interquartile range (IQR)0.03743700232

Descriptive statistics

Standard deviation0.0390230454
Coefficient of variation (CV)0.6332100659
Kurtosis15.85669205
Mean0.06162732954
Median Absolute Deviation (MAD)0.01849111349
Skewness2.677237535
Sum66.61914323
Variance0.001522798072
MonotonicityNot monotonic
2021-08-30T17:36:04.330688image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
0.083183729071
 
0.1%
0.04320162261
 
0.1%
0.060961889481
 
0.1%
0.0431584911
 
0.1%
0.021327131891
 
0.1%
0.0463523331
 
0.1%
0.0635340581
 
0.1%
0.0774440671
 
0.1%
0.059427869531
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
011
1.0%
0.0025949581
 
0.1%
0.0027592951
 
0.1%
0.0030836311
 
0.1%
0.0031309280151
 
0.1%
0.0036396231
 
0.1%
0.0038530021
 
0.1%
0.0043030121
 
0.1%
0.0047580802181
 
0.1%
0.0051235151
 
0.1%
ValueCountFrequency (%)
0.45510515791
0.1%
0.3196302651
0.1%
0.28569795371
0.1%
0.2816943671
0.1%
0.27588493441
0.1%
0.26150473741
0.1%
0.2612984311
0.1%
0.24181427911
0.1%
0.24046728711
0.1%
0.212693751
0.1%

mfcc1
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1073
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-479.0047351
Minimum-1131.371094
Maximum-158.5798187
Zeros0
Zeros (%)0.0%
Negative1081
Negative (%)100.0%
Memory size8.6 KiB
2021-08-30T17:36:05.062250image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-1131.371094
5-th percentile-626.2376099
Q1-512.0425415
median-463.8188477
Q3-421.2705994
95-th percentile-354.2198181
Maximum-158.5798187
Range972.791275
Interquartile range (IQR)90.7719421

Descriptive statistics

Standard deviation108.7561341
Coefficient of variation (CV)-0.2270460522
Kurtosis13.52424232
Mean-479.0047351
Median Absolute Deviation (MAD)44.48168941
Skewness-2.74671878
Sum-517804.1187
Variance11827.8967
MonotonicityNot monotonic
2021-08-30T17:36:05.192478image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1131.3709729
 
0.8%
-450.79067991
 
0.1%
-473.34625241
 
0.1%
-460.65264891
 
0.1%
-838.54016111
 
0.1%
-424.26397711
 
0.1%
-408.39996341
 
0.1%
-454.37149051
 
0.1%
-402.50662231
 
0.1%
-468.37680051
 
0.1%
Other values (1063)1063
98.3%
ValueCountFrequency (%)
-1131.3710941
 
0.1%
-1131.3709729
0.8%
-1131.370851
 
0.1%
-1070.2474371
 
0.1%
-986.16931151
 
0.1%
-901.64483641
 
0.1%
-896.51940921
 
0.1%
-838.54016111
 
0.1%
-835.48236081
 
0.1%
-828.89483641
 
0.1%
ValueCountFrequency (%)
-158.57981871
0.1%
-209.75146481
0.1%
-225.12135311
0.1%
-258.51400761
0.1%
-274.39419561
0.1%
-281.88125611
0.1%
-282.71560671
0.1%
-288.81643681
0.1%
-290.76449581
0.1%
-291.25137331
0.1%

mfcc2
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean66.67197735
Minimum0
Maximum244.6695404
Zeros11
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size8.6 KiB
2021-08-30T17:36:05.376765image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile21.59103394
Q145.11480713
median63.18916321
Q385.70993805
95-th percentile122.8788376
Maximum244.6695404
Range244.6695404
Interquartile range (IQR)40.59513092

Descriptive statistics

Standard deviation30.7800174
Coefficient of variation (CV)0.4616634847
Kurtosis1.153251473
Mean66.67197735
Median Absolute Deviation (MAD)19.95152664
Skewness0.6531792767
Sum72072.40751
Variance947.4094709
MonotonicityNot monotonic
2021-08-30T17:36:05.542322image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
63.416915891
 
0.1%
75.836433411
 
0.1%
75.224754331
 
0.1%
109.0085221
 
0.1%
92.585800171
 
0.1%
124.87142181
 
0.1%
53.292709351
 
0.1%
83.335304261
 
0.1%
43.373916631
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
011
1.0%
9.6136751171
 
0.1%
9.8423919681
 
0.1%
10.833890911
 
0.1%
11.074666021
 
0.1%
11.261070251
 
0.1%
11.409139631
 
0.1%
11.629443171
 
0.1%
11.808608061
 
0.1%
11.882321361
 
0.1%
ValueCountFrequency (%)
244.66954041
0.1%
195.99835211
0.1%
171.56533811
0.1%
171.41807561
0.1%
164.57757571
0.1%
159.26737981
0.1%
152.43182371
0.1%
152.05018621
0.1%
150.32810971
0.1%
150.32260131
0.1%

mfcc3
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-12.43083482
Minimum-71.13731384
Maximum40.16890717
Zeros11
Zeros (%)1.0%
Negative849
Negative (%)78.5%
Memory size8.6 KiB
2021-08-30T17:36:05.735803image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-71.13731384
5-th percentile-39.52322769
Q1-22.05104637
median-10.75276279
Q3-1.562730432
95-th percentile10.66882229
Maximum40.16890717
Range111.306221
Interquartile range (IQR)20.48831594

Descriptive statistics

Standard deviation16.17034834
Coefficient of variation (CV)-1.300825614
Kurtosis0.6601705585
Mean-12.43083482
Median Absolute Deviation (MAD)10.23408335
Skewness-0.3504319503
Sum-13437.73244
Variance261.4801655
MonotonicityNot monotonic
2021-08-30T17:36:05.913328image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-2.6659827231
 
0.1%
-20.671834951
 
0.1%
-8.0105047231
 
0.1%
-1.1972451211
 
0.1%
-17.887598041
 
0.1%
-25.550607681
 
0.1%
-44.182353971
 
0.1%
5.9055652621
 
0.1%
-31.070262911
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-71.137313841
0.1%
-65.548568731
0.1%
-64.021347051
0.1%
-64.00872041
0.1%
-62.672058111
0.1%
-62.299415591
0.1%
-61.947811131
0.1%
-61.937507631
0.1%
-61.686321261
0.1%
-61.047672271
0.1%
ValueCountFrequency (%)
40.168907171
0.1%
36.678642271
0.1%
35.739761351
0.1%
34.703289031
0.1%
31.924894331
0.1%
30.298938751
0.1%
30.172744751
0.1%
30.025445941
0.1%
29.941778181
0.1%
28.810050961
0.1%

mfcc4
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.946714677
Minimum-50.67280579
Maximum50.44385147
Zeros11
Zeros (%)1.0%
Negative329
Negative (%)30.4%
Memory size8.6 KiB
2021-08-30T17:36:06.142715image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-50.67280579
5-th percentile-12.63643551
Q1-1.162451982
median3.500232458
Q39.324522018
95-th percentile20.9747963
Maximum50.44385147
Range101.1166573
Interquartile range (IQR)10.486974

Descriptive statistics

Standard deviation10.42533926
Coefficient of variation (CV)2.641523422
Kurtosis3.207603634
Mean3.946714677
Median Absolute Deviation (MAD)5.351528406
Skewness0.1487476222
Sum4266.398566
Variance108.6876987
MonotonicityNot monotonic
2021-08-30T17:36:06.341693image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
3.5727930071
 
0.1%
-4.2238974571
 
0.1%
5.6815023421
 
0.1%
6.6145048141
 
0.1%
4.2201256751
 
0.1%
12.8757411
 
0.1%
14.247216221
 
0.1%
-2.1040949821
 
0.1%
-5.2782840731
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-50.672805791
0.1%
-40.940326691
0.1%
-39.493362431
0.1%
-38.085063931
0.1%
-35.456348421
0.1%
-31.08489991
0.1%
-25.244100571
0.1%
-23.181983951
0.1%
-22.46911241
0.1%
-22.416067121
0.1%
ValueCountFrequency (%)
50.443851471
0.1%
47.937328341
0.1%
46.319103241
0.1%
46.057727811
0.1%
44.523193361
0.1%
44.148639681
0.1%
42.980319981
0.1%
42.397567751
0.1%
42.388927461
0.1%
35.314929961
0.1%

mfcc5
Real number (ℝ)

ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.261818641
Minimum-32.07802582
Maximum38.65247726
Zeros11
Zeros (%)1.0%
Negative357
Negative (%)33.0%
Memory size8.6 KiB
2021-08-30T17:36:06.545658image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-32.07802582
5-th percentile-9.621725082
Q1-1.492283702
median2.154400349
Q36.36658287
95-th percentile13.36903477
Maximum38.65247726
Range70.73050308
Interquartile range (IQR)7.858866572

Descriptive statistics

Standard deviation7.216035444
Coefficient of variation (CV)3.190368721
Kurtosis2.896714169
Mean2.261818641
Median Absolute Deviation (MAD)3.932795644
Skewness-0.3910514114
Sum2445.025951
Variance52.07116754
MonotonicityNot monotonic
2021-08-30T17:36:06.733190image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
2.4836704731
 
0.1%
0.6446617841
 
0.1%
2.9377913481
 
0.1%
-5.8473801611
 
0.1%
2.5807554721
 
0.1%
-5.7865033151
 
0.1%
3.5045404431
 
0.1%
12.062791821
 
0.1%
3.3468232151
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-32.078025821
0.1%
-31.543956761
0.1%
-28.345928191
0.1%
-27.224597931
0.1%
-26.51458741
0.1%
-25.479064941
0.1%
-24.106094361
0.1%
-24.094875341
0.1%
-23.012678151
0.1%
-22.182573321
0.1%
ValueCountFrequency (%)
38.652477261
0.1%
25.496835711
0.1%
25.188358311
0.1%
24.051362991
0.1%
23.434589391
0.1%
23.200325011
0.1%
22.279609681
0.1%
21.645656591
0.1%
21.605918881
0.1%
21.077474591
0.1%

mfcc6
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.948288318
Minimum-41.279953
Maximum26.55897903
Zeros11
Zeros (%)1.0%
Negative825
Negative (%)76.3%
Memory size8.6 KiB
2021-08-30T17:36:06.932474image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-41.279953
5-th percentile-21.14289856
Q1-11.17835712
median-5.587522984
Q3-0.4305601716
95-th percentile10.36619282
Maximum26.55897903
Range67.83893203
Interquartile range (IQR)10.74779695

Descriptive statistics

Standard deviation9.555163172
Coefficient of variation (CV)-1.606371894
Kurtosis1.083819389
Mean-5.948288318
Median Absolute Deviation (MAD)5.426099614
Skewness-0.08777131708
Sum-6430.099671
Variance91.30114325
MonotonicityNot monotonic
2021-08-30T17:36:07.137925image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
14.041485791
 
0.1%
-11.034711841
 
0.1%
-0.1145522521
 
0.1%
-9.533562661
 
0.1%
-5.8646764761
 
0.1%
-21.844446181
 
0.1%
-6.8283462521
 
0.1%
-14.863760951
 
0.1%
4.2116012571
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-41.2799531
0.1%
-41.147487641
0.1%
-38.758060461
0.1%
-38.571212771
0.1%
-38.173419951
0.1%
-35.590183261
0.1%
-34.743438721
0.1%
-34.368297581
0.1%
-33.964134221
0.1%
-30.348134991
0.1%
ValueCountFrequency (%)
26.558979031
0.1%
24.755107881
0.1%
24.001276021
0.1%
23.432550431
0.1%
23.127302171
0.1%
21.165531161
0.1%
21.012826921
0.1%
20.9844781
0.1%
20.574693681
0.1%
20.449684141
0.1%

mfcc7
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.951677724
Minimum-26.95786667
Maximum37.45738983
Zeros11
Zeros (%)1.0%
Negative304
Negative (%)28.1%
Memory size8.6 KiB
2021-08-30T17:36:07.310463image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-26.95786667
5-th percentile-7.970864296
Q1-0.5552810431
median2.758680344
Q36.594966412
95-th percentile14.49927616
Maximum37.45738983
Range64.4152565
Interquartile range (IQR)7.150247455

Descriptive statistics

Standard deviation6.872393939
Coefficient of variation (CV)2.328300913
Kurtosis2.009638858
Mean2.951677724
Median Absolute Deviation (MAD)3.681914211
Skewness0.1155408194
Sum3190.76362
Variance47.22979845
MonotonicityNot monotonic
2021-08-30T17:36:07.478018image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-0.16553896671
 
0.1%
5.8852567671
 
0.1%
1.8150334361
 
0.1%
-7.8185729981
 
0.1%
-3.9516544341
 
0.1%
3.3355782031
 
0.1%
3.1190941331
 
0.1%
9.9795665741
 
0.1%
4.3491454121
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-26.957866671
0.1%
-22.859291081
0.1%
-22.234798431
0.1%
-21.648824691
0.1%
-19.564531331
0.1%
-18.914863591
0.1%
-18.187870031
0.1%
-17.829944611
0.1%
-17.502010351
0.1%
-15.781269071
0.1%
ValueCountFrequency (%)
37.457389831
0.1%
34.346458441
0.1%
30.104722981
0.1%
23.343994141
0.1%
23.217767721
0.1%
23.038215641
0.1%
22.928943631
0.1%
22.351362231
0.1%
21.554883961
0.1%
20.498451231
0.1%

mfcc8
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.596574898
Minimum-29.14434624
Maximum21.4065361
Zeros11
Zeros (%)1.0%
Negative827
Negative (%)76.5%
Memory size8.6 KiB
2021-08-30T17:36:07.635594image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-29.14434624
5-th percentile-13.1912899
Q1-6.955488205
median-3.090150118
Q3-0.2161590606
95-th percentile5.114324093
Maximum21.4065361
Range50.55088234
Interquartile range (IQR)6.739329144

Descriptive statistics

Standard deviation5.615907694
Coefficient of variation (CV)-1.56145996
Kurtosis1.431745118
Mean-3.596574898
Median Absolute Deviation (MAD)3.282867193
Skewness-0.1284494366
Sum-3887.897464
Variance31.53841923
MonotonicityNot monotonic
2021-08-30T17:36:07.792721image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-4.0325613021
 
0.1%
0.3252225821
 
0.1%
0.5101439951
 
0.1%
-5.487301351
 
0.1%
1.5666301251
 
0.1%
4.6772818571
 
0.1%
-2.8654603961
 
0.1%
-6.1772475241
 
0.1%
-4.0366139411
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-29.144346241
0.1%
-25.283098221
0.1%
-24.114532471
0.1%
-21.12969781
0.1%
-20.481115341
0.1%
-19.636621481
0.1%
-19.568567281
0.1%
-19.382520681
0.1%
-18.887945181
0.1%
-18.524045941
0.1%
ValueCountFrequency (%)
21.40653611
0.1%
17.223859791
0.1%
15.588368421
0.1%
14.895104411
0.1%
14.083708761
0.1%
13.720031741
0.1%
13.305396081
0.1%
13.026279451
0.1%
11.849118231
0.1%
11.568610191
0.1%

mfcc9
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-7.480239798
Minimum-27.56988144
Maximum21.45839119
Zeros11
Zeros (%)1.0%
Negative989
Negative (%)91.5%
Memory size8.6 KiB
2021-08-30T17:36:07.946277image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-27.56988144
5-th percentile-18.54696846
Q1-11.17633915
median-7.025990009
Q3-3.308302879
95-th percentile1.03594923
Maximum21.45839119
Range49.02827263
Interquartile range (IQR)7.868036271

Descriptive statistics

Standard deviation6.140288183
Coefficient of variation (CV)-0.8208678263
Kurtosis1.067600399
Mean-7.480239798
Median Absolute Deviation (MAD)3.948588851
Skewness-0.09826859623
Sum-8086.139222
Variance37.70313897
MonotonicityNot monotonic
2021-08-30T17:36:08.108037image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-15.862641331
 
0.1%
2.6198298931
 
0.1%
-8.9480562211
 
0.1%
2.3197824951
 
0.1%
-12.720471381
 
0.1%
-12.057847021
 
0.1%
21.458391191
 
0.1%
-6.5568776131
 
0.1%
-9.2325458531
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-27.569881441
0.1%
-26.761604311
0.1%
-25.875747681
0.1%
-25.449836731
0.1%
-24.889099121
0.1%
-24.577369691
0.1%
-24.162237171
0.1%
-24.156082151
0.1%
-23.85688211
0.1%
-23.814750671
0.1%
ValueCountFrequency (%)
21.458391191
0.1%
18.412881851
0.1%
14.390089991
0.1%
13.295797351
0.1%
13.273683551
0.1%
12.971464161
0.1%
9.0762596131
0.1%
9.0385541921
0.1%
8.4401950841
0.1%
8.1258068081
0.1%

mfcc10
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.167860112
Minimum-22.30970955
Maximum14.64953804
Zeros11
Zeros (%)1.0%
Negative723
Negative (%)66.9%
Memory size8.6 KiB
2021-08-30T17:36:08.325424image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-22.30970955
5-th percentile-10.80609322
Q1-5.03892374
median-1.750561476
Q30.84434253
95-th percentile5.444141865
Maximum14.64953804
Range36.95924759
Interquartile range (IQR)5.88326627

Descriptive statistics

Standard deviation4.943564497
Coefficient of variation (CV)-2.280389066
Kurtosis1.117677391
Mean-2.167860112
Median Absolute Deviation (MAD)2.901066899
Skewness-0.4044527938
Sum-2343.456781
Variance24.43882993
MonotonicityNot monotonic
2021-08-30T17:36:08.554355image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
0.9207612281
 
0.1%
-11.376978871
 
0.1%
-18.520755771
 
0.1%
-2.3854036331
 
0.1%
-2.8979012971
 
0.1%
-0.8639034031
 
0.1%
-1.0790529251
 
0.1%
-8.4189634321
 
0.1%
1.862518431
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-22.309709551
0.1%
-20.998086931
0.1%
-19.904140471
0.1%
-19.321929931
0.1%
-18.585670471
0.1%
-18.520755771
0.1%
-17.259590151
0.1%
-17.175317761
0.1%
-16.985923771
0.1%
-16.755523681
0.1%
ValueCountFrequency (%)
14.649538041
0.1%
14.335754391
0.1%
12.469767571
0.1%
11.007363321
0.1%
10.48789311
0.1%
10.36286641
0.1%
10.321199421
0.1%
9.9444065091
0.1%
9.8135185241
0.1%
9.7065963751
0.1%

mfcc11
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.675410239
Minimum-30.68183708
Maximum17.16213799
Zeros11
Zeros (%)1.0%
Negative975
Negative (%)90.2%
Memory size8.6 KiB
2021-08-30T17:36:08.783256image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-30.68183708
5-th percentile-14.15765762
Q1-8.750238419
median-5.196810246
Q3-2.458651543
95-th percentile1.204507351
Maximum17.16213799
Range47.84397507
Interquartile range (IQR)6.291586876

Descriptive statistics

Standard deviation5.076359034
Coefficient of variation (CV)-0.8944479465
Kurtosis1.635414284
Mean-5.675410239
Median Absolute Deviation (MAD)2.993979693
Skewness-0.2822412701
Sum-6135.118468
Variance25.76942104
MonotonicityNot monotonic
2021-08-30T17:36:08.974741image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-5.8803315161
 
0.1%
-18.395133971
 
0.1%
-3.7237856391
 
0.1%
-0.99677884581
 
0.1%
-10.936882971
 
0.1%
-8.323434831
 
0.1%
-1.2629724741
 
0.1%
-5.1616911891
 
0.1%
-7.0262351041
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-30.681837081
0.1%
-24.864725111
0.1%
-23.957992551
0.1%
-22.257987981
0.1%
-22.081527711
0.1%
-21.767925261
0.1%
-21.326028821
0.1%
-20.335878371
0.1%
-20.292510991
0.1%
-19.821908951
0.1%
ValueCountFrequency (%)
17.162137991
0.1%
11.857934951
0.1%
11.311678891
0.1%
10.715833661
0.1%
10.174024581
0.1%
9.2781438831
0.1%
8.919004441
0.1%
8.0688190461
0.1%
7.6753005981
0.1%
7.6407146451
0.1%

mfcc12
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.308083249
Minimum-19.69954491
Maximum19.01058578
Zeros11
Zeros (%)1.0%
Negative793
Negative (%)73.4%
Memory size8.6 KiB
2021-08-30T17:36:09.147279image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-19.69954491
5-th percentile-9.523075104
Q1-4.74725914
median-2.270972252
Q30.048027109
95-th percentile4.594697952
Maximum19.01058578
Range38.71013069
Interquartile range (IQR)4.795286249

Descriptive statistics

Standard deviation4.284662328
Coefficient of variation (CV)-1.856372524
Kurtosis1.722213601
Mean-2.308083249
Median Absolute Deviation (MAD)2.42350769
Skewness0.04770710817
Sum-2495.037993
Variance18.35833126
MonotonicityNot monotonic
2021-08-30T17:36:09.330821image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-5.3504447941
 
0.1%
-3.7161171441
 
0.1%
-3.3776135441
 
0.1%
-1.9366497991
 
0.1%
-4.7670612341
 
0.1%
-0.4261411431
 
0.1%
3.6510193351
 
0.1%
-10.858389851
 
0.1%
-2.7177944181
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-19.699544911
0.1%
-17.333942411
0.1%
-16.437028881
0.1%
-16.429925921
0.1%
-16.064971921
0.1%
-15.808345791
0.1%
-15.735365871
0.1%
-15.425172811
0.1%
-15.308109281
0.1%
-14.793368341
0.1%
ValueCountFrequency (%)
19.010585781
0.1%
15.143432621
0.1%
11.902992251
0.1%
11.545161251
0.1%
10.663913731
0.1%
10.587475781
0.1%
10.523758891
0.1%
10.492158891
0.1%
9.9826498031
0.1%
9.9526004791
0.1%

mfcc13
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.2168054128
Minimum-14.32656765
Maximum15.5325861
Zeros11
Zeros (%)1.0%
Negative574
Negative (%)53.1%
Memory size8.6 KiB
2021-08-30T17:36:09.597800image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-14.32656765
5-th percentile-6.111266136
Q1-2.33676672
median-0.2647617161
Q31.799973607
95-th percentile5.363029957
Maximum15.5325861
Range29.85915375
Interquartile range (IQR)4.136740327

Descriptive statistics

Standard deviation3.631050464
Coefficient of variation (CV)-16.74796961
Kurtosis1.665833961
Mean-0.2168054128
Median Absolute Deviation (MAD)2.072005004
Skewness0.2142397632
Sum-234.3666512
Variance13.18452747
MonotonicityNot monotonic
2021-08-30T17:36:09.757881image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-7.8122668271
 
0.1%
-5.0206651691
 
0.1%
-3.3603038791
 
0.1%
-0.1505351961
 
0.1%
-0.1457582411
 
0.1%
0.3393466771
 
0.1%
9.3338088991
 
0.1%
-3.7056033611
 
0.1%
-2.631255151
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-14.326567651
0.1%
-12.064147951
0.1%
-11.905487061
0.1%
-11.45020581
0.1%
-11.409971241
0.1%
-10.636138921
0.1%
-10.288071631
0.1%
-9.8897371291
0.1%
-9.6201658251
0.1%
-9.544842721
0.1%
ValueCountFrequency (%)
15.53258611
0.1%
15.485865591
0.1%
14.239339831
0.1%
13.126359941
0.1%
12.848056791
0.1%
11.969477651
0.1%
11.482710841
0.1%
11.364752771
0.1%
10.882434841
0.1%
10.471275331
0.1%

mfcc14
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-4.914253525
Minimum-19.14441681
Maximum8.071635246
Zeros11
Zeros (%)1.0%
Negative1000
Negative (%)92.5%
Memory size8.6 KiB
2021-08-30T17:36:09.919489image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-19.14441681
5-th percentile-11.58793545
Q1-7.326594353
median-4.573219299
Q3-2.23072052
95-th percentile0.536752343
Maximum8.071635246
Range27.21605206
Interquartile range (IQR)5.095873833

Descriptive statistics

Standard deviation3.901596983
Coefficient of variation (CV)-0.793934819
Kurtosis0.6750009155
Mean-4.914253525
Median Absolute Deviation (MAD)2.517240524
Skewness-0.3527384084
Sum-5312.308061
Variance15.22245902
MonotonicityNot monotonic
2021-08-30T17:36:10.082688image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-7.7352814671
 
0.1%
-2.0707335471
 
0.1%
-9.2791461941
 
0.1%
-10.372562411
 
0.1%
-4.2072582241
 
0.1%
-10.792263031
 
0.1%
-2.2580592631
 
0.1%
-10.318361281
 
0.1%
-6.2554650311
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-19.144416811
0.1%
-19.125482561
0.1%
-18.307987211
0.1%
-17.583858491
0.1%
-17.497343061
0.1%
-17.3622571
0.1%
-17.058521271
0.1%
-16.899896621
0.1%
-16.441673281
0.1%
-16.118783951
0.1%
ValueCountFrequency (%)
8.0716352461
0.1%
7.4127225881
0.1%
7.023455621
0.1%
6.0637655261
0.1%
5.5096564291
0.1%
5.4963383671
0.1%
5.4497742651
0.1%
5.0758614541
0.1%
4.6643023491
0.1%
4.5492873191
0.1%

mfcc15
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.339221706
Minimum-18.95507431
Maximum9.340603828
Zeros11
Zeros (%)1.0%
Negative852
Negative (%)78.8%
Memory size8.6 KiB
2021-08-30T17:36:10.232292image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-18.95507431
5-th percentile-8.590723038
Q1-4.169894218
median-1.856794238
Q3-0.315332502
95-th percentile2.442489147
Maximum9.340603828
Range28.29567814
Interquartile range (IQR)3.854561716

Descriptive statistics

Standard deviation3.358765917
Coefficient of variation (CV)-1.435847619
Kurtosis1.774743558
Mean-2.339221706
Median Absolute Deviation (MAD)1.856794238
Skewness-0.5514956423
Sum-2528.698664
Variance11.28130849
MonotonicityNot monotonic
2021-08-30T17:36:10.372004image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-3.3495147231
 
0.1%
0.4908617731
 
0.1%
0.17789831761
 
0.1%
2.5373320581
 
0.1%
-0.6280322071
 
0.1%
-2.7057278161
 
0.1%
-11.352411271
 
0.1%
-5.8645739561
 
0.1%
0.6139683131
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-18.955074311
0.1%
-16.393913271
0.1%
-16.247108461
0.1%
-14.065965651
0.1%
-13.01807881
0.1%
-12.801064491
0.1%
-12.573993681
0.1%
-12.520112041
0.1%
-12.252463341
0.1%
-12.206393241
0.1%
ValueCountFrequency (%)
9.3406038281
0.1%
9.0363588331
0.1%
8.9035282141
0.1%
7.9936842921
0.1%
7.539920331
0.1%
7.1997480391
0.1%
6.7426290511
0.1%
6.6895575521
0.1%
6.4960165021
0.1%
6.1167063711
0.1%

mfcc16
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.9425265991
Minimum-12.70205021
Maximum10.22396183
Zeros11
Zeros (%)1.0%
Negative689
Negative (%)63.7%
Memory size8.6 KiB
2021-08-30T17:36:10.512629image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-12.70205021
5-th percentile-5.897567272
Q1-2.631525517
median-0.845211029
Q30.7234651446
95-th percentile3.912890911
Maximum10.22396183
Range22.92601204
Interquartile range (IQR)3.354990662

Descriptive statistics

Standard deviation2.947060592
Coefficient of variation (CV)-3.126766497
Kurtosis1.213524579
Mean-0.9425265991
Median Absolute Deviation (MAD)1.677024841
Skewness-0.01587008228
Sum-1018.871254
Variance8.685166134
MonotonicityNot monotonic
2021-08-30T17:36:10.645306image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-0.0973756241
 
0.1%
-3.7025175091
 
0.1%
-0.8898800611
 
0.1%
-4.8927063941
 
0.1%
-2.2448205951
 
0.1%
-2.2448186871
 
0.1%
0.8713852171
 
0.1%
-7.4114723211
 
0.1%
2.0002419951
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-12.702050211
0.1%
-12.393845561
0.1%
-10.714783671
0.1%
-10.390095711
0.1%
-9.5872411731
0.1%
-9.2993602751
0.1%
-9.2313652041
0.1%
-9.0234546661
0.1%
-8.9078807831
0.1%
-8.8571786881
0.1%
ValueCountFrequency (%)
10.223961831
0.1%
10.016762731
0.1%
9.83918191
0.1%
8.8070621491
0.1%
8.7449159621
0.1%
8.0746622091
0.1%
7.8334956171
0.1%
7.4816660881
0.1%
7.2331700331
0.1%
6.9529070851
0.1%

mfcc17
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.487040529
Minimum-18.7939167
Maximum9.577660561
Zeros11
Zeros (%)1.0%
Negative976
Negative (%)90.3%
Memory size8.6 KiB
2021-08-30T17:36:10.771935image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-18.7939167
5-th percentile-9.324140549
Q1-5.344659805
median-3.093817472
Q3-1.297691107
95-th percentile0.901845694
Maximum9.577660561
Range28.37157726
Interquartile range (IQR)4.046968698

Descriptive statistics

Standard deviation3.196399992
Coefficient of variation (CV)-0.9166512305
Kurtosis1.62987423
Mean-3.487040529
Median Absolute Deviation (MAD)1.989258766
Skewness-0.6948867482
Sum-3769.490812
Variance10.21697291
MonotonicityNot monotonic
2021-08-30T17:36:10.898597image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-4.661303521
 
0.1%
1.1851438281
 
0.1%
-2.1276149751
 
0.1%
-4.6423230171
 
0.1%
-4.9699969291
 
0.1%
-5.1650118831
 
0.1%
1.2512925861
 
0.1%
-2.3668172361
 
0.1%
-2.6860446931
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-18.79391671
0.1%
-16.016473771
0.1%
-15.830062871
0.1%
-15.390463831
0.1%
-14.852954861
0.1%
-14.608642581
0.1%
-14.314540861
0.1%
-13.874951361
0.1%
-13.595988271
0.1%
-13.523092271
0.1%
ValueCountFrequency (%)
9.5776605611
0.1%
7.7248969081
0.1%
7.0057091711
0.1%
4.5129237171
0.1%
4.0834836961
0.1%
3.8726854321
0.1%
3.4647963051
0.1%
3.2934613231
0.1%
2.7336509231
0.1%
2.6006591321
0.1%

mfcc18
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.207177057
Minimum-11.83269691
Maximum10.14734268
Zeros11
Zeros (%)1.0%
Negative734
Negative (%)67.9%
Memory size8.6 KiB
2021-08-30T17:36:11.030244image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-11.83269691
5-th percentile-6.033100605
Q1-2.896502495
median-0.9744070172
Q30.338661343
95-th percentile2.981276512
Maximum10.14734268
Range21.9800396
Interquartile range (IQR)3.235163838

Descriptive statistics

Standard deviation2.803603081
Coefficient of variation (CV)-2.322445631
Kurtosis1.163452781
Mean-1.207177057
Median Absolute Deviation (MAD)1.602034033
Skewness-0.1322012283
Sum-1304.958398
Variance7.860190237
MonotonicityNot monotonic
2021-08-30T17:36:11.152948image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-7.9426693921
 
0.1%
-1.962265731
 
0.1%
-6.7396783831
 
0.1%
-1.4427270891
 
0.1%
0.15885601941
 
0.1%
-0.92839342361
 
0.1%
-0.4438202681
 
0.1%
2.9524049761
 
0.1%
0.4051423671
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-11.832696911
0.1%
-11.511375431
0.1%
-10.244590761
0.1%
-10.019707681
0.1%
-9.3527555471
0.1%
-9.325160981
0.1%
-9.2973690031
0.1%
-9.0609912871
0.1%
-9.0062465671
0.1%
-8.9526004791
0.1%
ValueCountFrequency (%)
10.147342681
0.1%
8.7604217531
0.1%
8.420756341
0.1%
8.2750663761
0.1%
7.9860968591
0.1%
7.0846571921
0.1%
6.953618051
0.1%
6.6974644661
0.1%
6.3713488581
0.1%
6.3534026151
0.1%

mfcc19
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.176857767
Minimum-14.19121933
Maximum7.844563484
Zeros11
Zeros (%)1.0%
Negative879
Negative (%)81.3%
Memory size8.6 KiB
2021-08-30T17:36:11.278133image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-14.19121933
5-th percentile-7.368927002
Q1-3.788481951
median-1.819852591
Q3-0.383398026
95-th percentile2.034101486
Maximum7.844563484
Range22.03578281
Interquartile range (IQR)3.405083925

Descriptive statistics

Standard deviation2.836623728
Coefficient of variation (CV)-1.303081795
Kurtosis1.278489243
Mean-2.176857767
Median Absolute Deviation (MAD)1.695536375
Skewness-0.4385001094
Sum-2353.183246
Variance8.046434173
MonotonicityNot monotonic
2021-08-30T17:36:11.401880image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-1.2407741551
 
0.1%
-2.4969744681
 
0.1%
-1.0505698921
 
0.1%
-5.2291598321
 
0.1%
-3.2213556771
 
0.1%
-1.4986995461
 
0.1%
0.1677817261
 
0.1%
-0.4116658571
 
0.1%
-1.1954091791
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-14.191219331
0.1%
-13.687229161
0.1%
-12.698526381
0.1%
-12.36112691
0.1%
-12.326653481
0.1%
-10.723279951
0.1%
-10.676296231
0.1%
-10.447156911
0.1%
-10.165667531
0.1%
-10.071175581
0.1%
ValueCountFrequency (%)
7.8445634841
0.1%
7.7772173881
0.1%
7.5084605221
0.1%
6.9883351331
0.1%
5.5844230651
0.1%
5.4004039761
0.1%
5.2755351071
0.1%
4.8148145681
0.1%
4.5809936521
0.1%
4.3452806471
0.1%

mfcc20
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct1071
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.827425435
Minimum-15.11517143
Maximum8.058457375
Zeros11
Zeros (%)1.0%
Negative954
Negative (%)88.3%
Memory size8.6 KiB
2021-08-30T17:36:11.524104image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Quantile statistics

Minimum-15.11517143
5-th percentile-7.868370056
Q1-4.418412685
median-2.469909906
Q3-0.996731877
95-th percentile0.8804805279
Maximum8.058457375
Range23.17362881
Interquartile range (IQR)3.421680808

Descriptive statistics

Standard deviation2.83325264
Coefficient of variation (CV)-1.002060958
Kurtosis1.369665892
Mean-2.827425435
Median Absolute Deviation (MAD)1.686895072
Skewness-0.455057794
Sum-3056.446895
Variance8.027320524
MonotonicityNot monotonic
2021-08-30T17:36:11.650764image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
011
 
1.0%
-9.8537693021
 
0.1%
0.3016366961
 
0.1%
-4.4905648231
 
0.1%
-2.6368868351
 
0.1%
-4.244815351
 
0.1%
-2.0059540271
 
0.1%
-1.4416846041
 
0.1%
-0.94466793541
 
0.1%
-1.2278463841
 
0.1%
Other values (1061)1061
98.1%
ValueCountFrequency (%)
-15.115171431
0.1%
-13.967195511
0.1%
-13.383252141
0.1%
-13.168481831
0.1%
-13.05102731
0.1%
-11.954191211
0.1%
-11.554807661
0.1%
-10.950748441
0.1%
-10.902121541
0.1%
-10.874691961
0.1%
ValueCountFrequency (%)
8.0584573751
0.1%
7.4497246741
0.1%
6.8284854891
0.1%
4.7923879621
0.1%
4.7443046571
0.1%
4.7284913061
0.1%
4.6498689651
0.1%
4.5185809141
0.1%
4.4995913511
0.1%
4.2596101761
0.1%

Interactions

2021-08-30T17:34:16.947865image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:17.146839image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:17.311443image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:17.461513image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:17.606633image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:17.742535image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:17.874885image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:18.006957image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:18.138921image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:18.266578image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:18.392243image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:18.614649image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:18.746295image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:18.874983image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:19.002609image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:19.137250image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:19.271890image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:19.403570image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:19.521224image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:19.649913image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:19.769593image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:19.885283image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:20.003932image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:20.113670image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:20.229362image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:20.352998image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:20.486640image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:20.605323image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:20.746944image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:20.897675image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:21.032821image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:21.166129image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:21.296210image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:21.433864image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:21.565006image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:21.698603image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:21.843116image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:21.982783image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:22.124199image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:22.272834image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:22.432169image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:22.586831image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:22.856144image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:22.997767image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:23.161554image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:23.298735image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:23.432964image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:23.557597image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:23.682296image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:23.814906image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:23.934589image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:24.061280image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:24.181957image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:24.301675image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:24.426379image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:24.546063image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:24.676225image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:24.796417image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:24.915646image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.033777image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.150506image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.268343image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.386991image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.508664image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.628346image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.743070image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.864744image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:25.985391image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:26.111086image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:26.232760image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:26.350481image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:26.473123image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:26.587885image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:26.713059image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:26.833851image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:26.961728image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:27.081733image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:27.195799image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:27.312800image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:27.423863image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:27.536866image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:27.793703image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:27.910766image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.035684image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.159353image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.282060image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.397749image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.514436image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.629097image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.742793image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.863471image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:28.983658image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:29.101607image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:29.351728image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:29.636787image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:29.821133image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:30.001657image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:30.187207image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:30.412750image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:30.572534image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:30.734098image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:30.913588image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:31.055209image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:31.193869image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:31.321528image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:31.454713image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:31.597065image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:31.725790image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:31.846508image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:31.982112image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:32.125701image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:32.242592image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:32.359822image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:32.475093image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:32.591776image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:32.748362image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:32.867013image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:32.991677image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:33.213085image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:33.487352image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:33.654943image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:33.853372image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:34.033890image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:34.198486image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:34.358228image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:34.520791image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:34.671388image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:34.826972image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:34.970589image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:35.102236image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:35.425554image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:35.542986image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:35.671646image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:35.797309image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:35.912039image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:36.026343image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:36.145584image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:36.274530image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:36.404021image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:36.536702image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:36.674303image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:36.820937image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:36.957577image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:37.080250image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:37.199932image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:37.337135image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:37.458817image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:37.593149image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:34:37.726823image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
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2021-08-30T17:35:31.838698image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:31.949399image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.053128image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.159842image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.264529image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.369247image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.469012image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.568748image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.673465image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.773730image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.880481image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:32.990155image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.090956image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.194256image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.292470image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.396508image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.493544image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.607241image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.715950image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.836627image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:33.960296image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:34.083966image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:34.218604image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:34.363219image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:34.496862image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:34.627684image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:34.752635image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:34.872796image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:34.993819image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:35.103526image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:35.217756image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:35.328034image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:35.438705image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:35.554431image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:35.670087image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:35.786775image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:35.896482image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.016164image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.132881image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.245678image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.358888image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.468624image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.583287image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.687008image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.795722image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:36.903498image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:37.467618image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:37.568722image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:37.669520image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:37.774498image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:37.879634image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:37.982716image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.095445image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.198530image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.303762image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.410020image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.512742image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.619425image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.722186image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.826870image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:38.929596image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.034347image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.140034image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.239798image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.346482image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.447211image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.555782image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.681286image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.792988image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:39.904693image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:40.009519image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:40.125210image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:40.238907image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:40.384519image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:40.519157image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:40.669755image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:40.863238image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:41.119551image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:41.320272image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:41.565877image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:41.800899image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:42.030100image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:42.322311image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:42.550899image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:42.820394image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:43.077704image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:43.334019image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:43.568391image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:43.739936image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:43.967325image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:44.176765image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:44.396773image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:44.580792image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:44.815523image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:45.030946image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:45.289253image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:45.466779image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:45.665248image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:45.849114image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:46.054564image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:46.245579image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:46.477226image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:46.660735image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:46.841252image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:47.004815image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:47.163390image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:47.324569image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:47.497107image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:47.678679image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:47.854720image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:48.014293image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:48.171874image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:48.370341image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:48.548866image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:48.711941image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:48.877498image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:49.060534image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:49.206145image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:49.372215image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:49.532807image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:49.755211image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:49.913788image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:50.065383image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:50.208002image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:50.341644image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:50.482779image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:50.618418image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:50.781979image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:50.936802image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:51.075063image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:51.224300image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:51.366432image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:51.506086image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:51.645710image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:51.773369image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:51.904021image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:52.068580image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:52.210202image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:52.369776image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:52.532001image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:52.688591image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:52.859748image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:53.014917image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:53.189089image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:53.343187image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:53.511737image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:53.668316image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:53.828888image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:54.004418image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:54.161997image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:54.321576image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:54.477158image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:54.652624image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:54.816185image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:54.991717image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:55.160266image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:55.324825image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:55.477417image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:55.623030image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:55.780118image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:55.923734image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:56.064940image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:56.226015image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:56.417503image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:56.635920image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:56.934122image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:57.239913image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:57.498128image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:57.708354image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:57.933189image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:58.170555image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:58.350074image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:58.538570image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:58.731056image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:58.909577image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:59.075706image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:59.262880image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:59.420314image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:59.549700image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
2021-08-30T17:35:59.674623image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Correlations

2021-08-30T17:36:11.801362image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2021-08-30T17:36:12.074663image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2021-08-30T17:36:12.353884image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2021-08-30T17:36:12.659068image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2021-08-30T17:36:00.057320image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
A simple visualization of nullity by column.
2021-08-30T17:36:01.137614image/svg+xmlMatplotlib v3.4.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

df_indexcovid_statuschroma_stftrmsespectral_centroidspectral_bandwidthrolloffzero_crossing_ratemfcc1mfcc2mfcc3mfcc4mfcc5mfcc6mfcc7mfcc8mfcc9mfcc10mfcc11mfcc12mfcc13mfcc14mfcc15mfcc16mfcc17mfcc18mfcc19mfcc20
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Last rows

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